Multivariate Time Series Forecasting on Weather In-Distribution (MAE, MSE)
0.225MAEVLBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VLBM2026.06 | 0.225 | 0.209 | |
| TimeKAN2026.06 | 0.232 | 0.209 | |
| FilterTS2026.06 | 0.232 | 0.211 | |
| iTransformer2026.06 | 0.237 | 0.222 | |
| TimePro2026.06 | 0.238 | 0.217 | |
| TimeMixer++2026.06 | 0.238 | 0.214 | |
| STONE2026.06 | 0.239 | 0.213 | |
| ModernTCN2026.06 | 0.24 | 0.223 | |
| TimeLLM2026.06 | 0.241 | 0.225 | |
| Memformer2026.06 | 0.242 | 0.223 | |
| MegaCRN2026.06 | 0.244 | 0.222 | |
| DUET2026.06 | 0.244 | 0.216 | |
| DLinear2026.06 | 0.268 | 0.229 |